Part 2 Data cleaning - Vultures
All tracking devices come with errors, and each track must be checked visual and cleaned of outliers before analysis.
This page shows this process for each animal within the project. It has been automated so that we always have access to a stardardised and cleaned locations database.
Animals are cleaned in the order in which they occur in the database.
2.0.2 OC8 - Cathartes melambrotus
First observation: 2021-06-10 11:00:17
Last observation: 2023-12-31 15:00:20
Active for: 934.2 days


2.0.3 OC6 - Cathartes melambrotus
First observation: 2021-06-11 11:00:26
Last observation: 2022-02-18 10:00:53
Active for: 252 days


2.0.4 OC3 - Sarcoramphus papa
First observation: 2021-06-19 05:00:53
Last observation: 2023-11-22 08:00:14
Active for: 886.1 days


2.0.5 OC4 - Sarcoramphus papa
First observation: 2021-07-03 04:01:23
Last observation: 2021-08-12 09:00:34
Active for: 40.2 days


2.0.6 OC5 - Sarcoramphus papa
First observation: 2021-07-05 10:52:00
Last observation: 2021-09-17 11:32:00
Active for: 74 days


2.0.7 OC7 - Sarcoramphus papa
First observation: 2021-07-06 11:16:00
Last observation: 2022-11-09 06:02:58
Active for: 490.8 days


2.0.8 OC9 - Sarcoramphus papa
First observation: 2021-07-10 04:00:53
Last observation: 2023-12-28 08:00:08
Active for: 901.2 days


2.0.9 OC2 - Cathartes melambrotus
First observation: 2021-08-08 18:02:08
Last observation: 2022-09-05 10:00:20
Active for: 392.7 days


2.0.10 OC1 - Cathartes melambrotus
First observation: 2021-08-09 05:01:53
Last observation: 2023-12-29 10:00:20
Active for: 872.2 days


2.0.11 OC10 - Cathartes melambrotus
First observation: 2021-08-09 06:11:36
Last observation: 2023-12-31 13:00:09
Active for: 874.3 days


2.0.12 Attenborough - Sarcoramphus papa
First observation: 2022-02-16 10:00:41
Last observation: 2023-12-31 15:01:01
Active for: 683.2 days


2.0.13 Ugalde - Sarcoramphus papa
First observation: 2022-03-02 12:00:23
Last observation: 2023-12-31 15:00:23
Active for: 669.1 days


2.0.14 Forsyth - Sarcoramphus papa
First observation: 2022-03-03 12:00:21
Last observation: 2023-12-17 10:01:53
Active for: 653.9 days


2.0.15 Fossey - Sarcoramphus papa
First observation: 2022-03-07 10:30:23
Last observation: 2023-12-31 15:00:47
Active for: 664.2 days


2.0.16 Goodall - Sarcoramphus papa
First observation: 2022-03-09 15:30:09
Last observation: 2023-12-31 15:00:13
Active for: 662 days

The point in red has been removed!
Check it has gone:

2.0.17 Carson - Sarcoramphus papa
First observation: 2022-03-10 08:00:09
Last observation: 2022-09-09 10:00:53
Active for: 183.1 days


2.0.18 Wilson - Sarcoramphus papa
First observation: 2022-03-24 17:00:22
Last observation: 2023-12-30 15:00:19
Active for: 645.9 days


2.0.19 Santa - Sarcoramphus papa
First observation: 2022-12-23 14:01:11
Last observation: 2023-12-31 15:05:05
Active for: 373 days


2.0.20 Robinhood - Sarcoramphus papa
First observation: 2022-12-23 16:00:40
Last observation: 2023-12-31 15:00:31
Active for: 373 days


2.0.21 Frosty - Sarcoramphus papa
First observation: 2022-12-28 04:00:53
Last observation: 2023-12-28 15:00:40
Active for: 365.5 days


2.0.22 Wenceslas - Sarcoramphus papa
First observation: 2022-12-28 14:00:23
Last observation: 2023-12-31 15:00:20
Active for: 368 days


2.0.23 Elvis - Sarcoramphus papa
First observation: 2022-12-28 16:30:27
Last observation: 2023-12-31 15:00:21
Active for: 367.9 days


2.0.24 Messi - Sarcoramphus papa
First observation: 2023-01-07 11:00:11
Last observation: 2023-12-31 15:00:28
Active for: 358.2 days


2.0.25 Jatayu - Sarcoramphus papa
First observation: 2023-01-07 13:00:09
Last observation: 2023-12-31 15:00:19
Active for: 358.1 days


2.0.26 Rocky - Sarcoramphus papa
First observation: 2023-01-16 12:00:41
Last observation: 2023-12-31 15:00:16
Active for: 349.1 days

The point in red has been removed!

2.0.27 Carolina - Sarcoramphus papa
First observation: 2023-01-17 09:00:23
Last observation: 2023-12-31 13:00:08
Active for: 348.2 days


2.0.28 Moskovits - Sarcoramphus papa
First observation: 2023-01-23 12:00:20
Last observation: 2023-12-31 07:00:24
Active for: 341.8 days


2.0.29 Charizard - Sarcoramphus papa
First observation: 2023-01-23 14:00:07
Last observation: 2023-12-31 15:00:18
Active for: 342 days


2.0.30 Bonnie - Sarcoramphus papa
First observation: 2023-01-23 14:30:23
Last observation: 2023-12-31 15:00:16
Active for: 342 days


2.0.31 Fortaleza - Sarcoramphus papa
First observation: 2023-01-30 12:00:11
Last observation: 2023-02-06 10:00:17
Active for: 6.9 days


2.0.32 Kingkong - Sarcoramphus papa
First observation: 2023-02-04 10:00:41
Last observation: 2023-12-31 07:00:42
Active for: 329.9 days
NOTE It is not possible to make the error plot as it takes to long due to the 1 second data window. I have checked it offline and it is good.


2.0.33 Elizabeth - Sarcoramphus papa
First observation: 2023-02-04 12:00:41
Last observation: 2023-12-30 07:00:50
Active for: 328.8 days


2.0.34 Clifford - Cathartes aura
First observation: 2023-03-03 11:35:16
Last observation: 2023-12-31 15:00:11
Active for: 303.1 days


2.0.35 Pedro - Cathartes aura
First observation: 2023-03-20 15:00:10
Last observation: 2023-12-31 15:00:34
Active for: 286 days


2.0.36 Kingdavid - Sarcoramphus papa
First observation: 2023-03-24 15:00:07
Last observation: 2023-12-31 15:00:16
Active for: 282 days


2.0.37 Pilo - Cathartes aura
First observation: 2023-03-27 12:00:47
Last observation: 2023-06-29 17:30:36
Active for: 94.2 days


2.0.38 Nekhbet - Sarcoramphus papa
First observation: 2023-04-23 04:00:53
Last observation: 2023-12-31 15:00:16
Active for: 252.5 days


2.0.39 Spazzino - Sarcoramphus papa
First observation: 2023-04-26 12:00:47
Last observation: 2023-12-31 15:00:07
Active for: 249.1 days


2.0.40 Charles - Sarcoramphus papa
First observation: 2023-05-10 12:00:18
Last observation: 2023-12-31 15:00:39
Active for: 235.1 days


2.0.41 Shakira - Sarcoramphus papa
First observation: 2023-05-10 14:00:40
Last observation: 2023-12-31 15:00:34
Active for: 235 days


2.0.42 Siegfried - Sarcoramphus papa
First observation: 2023-05-11 12:00:41
Last observation: 2023-12-31 15:00:17
Active for: 234.1 days


2.0.43 Illari - Sarcoramphus papa
First observation: 2023-05-11 14:00:41
Last observation: 2023-12-31 15:00:16
Active for: 234 days


2.0.44 Yemanja - Sarcoramphus papa
First observation: 2023-05-13 04:00:53
Last observation: 2023-12-31 15:00:18
Active for: 232.5 days


2.0.45 Tupac - Sarcoramphus papa
First observation: 2023-05-23 16:00:18
Last observation: 2023-12-31 15:00:16
Active for: 222 days


2.0.46 Steve - Sarcoramphus papa
First observation: 2023-05-23 18:00:41
Last observation: 2023-12-25 15:00:16
Active for: 215.9 days


2.0.47 Mufasa - Sarcoramphus papa
First observation: 2023-06-08 04:00:53
Last observation: 2023-12-31 07:00:25
Active for: 206.1 days


2.0.48 Gordon - Sarcoramphus papa
First observation: 2023-06-08 14:00:53
Last observation: 2023-12-31 15:00:16
Active for: 206 days


2.0.49 Dustin - Cathartes aura
First observation: 2023-06-12 18:00:54
Last observation: 2023-12-31 15:00:20
Active for: 201.9 days


2.0.50 Sherekhan - Coragyps atratus
First observation: 2023-06-14 10:01:17
Last observation: 2023-12-31 15:00:22
Active for: 200.2 days


2.0.51 Buzzie - Coragyps atratus
First observation: 2023-06-14 16:00:38
Last observation: 2023-12-31 15:00:25
Active for: 200 days


2.0.52 Flaps - Coragyps atratus
First observation: 2023-06-14 16:01:41
Last observation: 2023-12-31 15:00:20
Active for: 200 days


2.0.53 Ziggy - Coragyps atratus
First observation: 2023-06-14 18:01:01
Last observation: 2023-12-31 15:00:27
Active for: 199.9 days


2.0.54 Dizzy - Coragyps atratus
First observation: 2023-06-14 18:02:15
Last observation: 2023-12-31 15:00:33
Active for: 199.9 days


2.0.55 Sonqoy - Cathartes aura
First observation: 2023-06-15 16:00:20
Last observation: 2023-12-31 15:00:27
Active for: 199 days


2.0.56 Wayra - Cathartes melambrotus
First observation: 2023-08-05 11:00:40
Last observation: 2023-12-31 14:00:10
Active for: 148.1 days


2.0.57 Chifle - Cathartes melambrotus
First observation: 2023-08-07 15:00:41
Last observation: 2023-12-31 14:00:12
Active for: 146 days


2.0.58 Sparrow - Sarcoramphus papa
First observation: 2023-08-09 10:00:14
Last observation: 2023-12-30 14:00:16
Active for: 143.2 days


2.0.59 Yellow - Cathartes melambrotus
First observation: 2023-08-14 15:00:23
Last observation: 2023-11-19 06:00:24
Active for: 96.6 days


2.0.60 Psyduck - Cathartes melambrotus
First observation: 2023-08-14 17:00:41
Last observation: 2023-12-31 14:00:22
Active for: 138.9 days


2.0.61 Gold - Cathartes melambrotus
First observation: 2023-08-15 14:30:41
Last observation: 2023-12-28 14:00:08
Active for: 135 days


2.0.62 Panchito - Sarcoramphus papa
First observation: 2023-08-17 16:30:11
Last observation: 2023-12-17 06:00:35
Active for: 121.6 days


2.0.63 Serena - Sarcoramphus papa
First observation: 2023-08-18 11:50:08
Last observation: 2023-12-17 14:00:06
Active for: 121.1 days


2.0.64 Cronos - Sarcoramphus papa
First observation: 2023-09-06 13:30:14
Last observation: 2023-12-30 14:00:16
Active for: 115 days


2.0.69 Zeus - Sarcoramphus papa
First observation: 2023-09-13 13:00:16
Last observation: 2023-12-31 14:00:31
Active for: 109 days


2.0.70 Kika - Cathartes melambrotus
First observation: 2023-09-14 14:00:16
Last observation: 2023-12-31 14:00:57
Active for: 108 days


2.0.71 Cheddar - Cathartes melambrotus
First observation: 2023-09-15 04:30:53
Last observation: 2023-12-31 14:00:53
Active for: 107.4 days


2.0.72 Ketchup - Cathartes aura
First observation: 2023-09-15 12:00:11
Last observation: 2023-12-27 14:00:22
Active for: 103.1 days


2.0.73 Pachacutec - Sarcoramphus papa
First observation: 2023-09-15 14:00:09
Last observation: 2023-11-30 14:00:06
Active for: 76 days


2.0.74 Mostaza - Cathartes melambrotus
First observation: 2023-09-15 15:00:28
Last observation: 2023-12-30 06:00:37
Active for: 105.6 days


2.0.75 Kiteri - Cathartes melambrotus
First observation: 2023-09-15 15:30:31
Last observation: 2023-12-31 14:00:53
Active for: 106.9 days


2.0.76 Morgan - Sarcoramphus papa
First observation: 2023-09-19 12:00:19
Last observation: 2023-12-20 06:00:22
Active for: 91.8 days


2.0.77 Antares - Cathartes melambrotus
First observation: 2023-09-20 17:20:28
Last observation: 2023-12-31 14:00:42
Active for: 101.9 days


2.0.78 Wanda - Sarcoramphus papa
First observation: 2023-09-25 11:00:07
Last observation: 2023-11-24 14:00:20
Active for: 60.1 days


2.0.79 Cosmo - Sarcoramphus papa
First observation: 2023-09-25 12:00:09
Last observation: 2023-12-28 14:00:09
Active for: 94.1 days


2.0.80 Vermelho - Cathartes aura
First observation: 2023-10-12 17:30:13
Last observation: 2023-12-29 06:00:29
Active for: 77.5 days


2.0.81 Puka - Cathartes aura
First observation: 2023-10-12 18:00:53
Last observation: 2023-10-13 04:00:41
Active for: 10 days


2.0.82 Calebinho - Sarcoramphus papa
First observation: 2023-10-23 08:00:07
Last observation: 2023-12-31 14:00:06
Active for: 69.2 days


2.0.83 Rolim - Sarcoramphus papa
First observation: 2023-10-23 10:00:20
Last observation: 2023-12-20 06:00:18
Active for: 57.8 days


2.0.84 Picasso - Coragyps atratus
First observation: 2023-10-23 12:00:52
Last observation: 2023-12-31 14:01:01
Active for: 69.1 days


2.0.85 Salvador - Sarcoramphus papa
First observation: 2023-11-05 10:50:23
Last observation: 2023-12-29 14:00:13
Active for: 54.1 days


2.0.86 Sirius - Coragyps atratus
First observation: 2023-11-05 11:35:41
Last observation: 2023-12-31 14:00:32
Active for: 56.1 days


2.0.87 Yana - Coragyps atratus
First observation: 2023-11-05 14:00:31
Last observation: 2023-12-31 14:01:13
Active for: 56 days











